Kisan Mitra

Kisan Mitra is a comprehensive project aimed at assisting farmers in the horticulture sector. This project leverages advanced technologies to provide a robust and user-friendly platform that supports text-to-speech and speech-to-text functionalities, regional language support, and multiple response mechanisms.

Features

• Text-to-Speech and Speech-to-Text: Seamless conversion between text and speech to facilitate easier communication for farmers.
• Regional Language Support: Supports multiple regional languages to cater to a diverse user base.
• Custom Models: Utilizes custom-built models for enhanced performance and accuracy.
• Backend Implementation: A well-architected backend that ensures smooth operations and quick responses.
• Integration with Groq API and Llama Models: Incorporates cutting-edge technologies like Groq API and Llama models for superior functionality.
• Retrieval-Augmented Generation (RAG): Implements RAG to enhance the quality and relevance of generated responses by retrieving relevant information from a large corpus of data.

User Features

• Weather Information: provides real-time weather information by accessing the geolocation of the user.
• Harvest Calculator: enables user to calculate the expected yield and revenue from the crop harvest.
• Market Prices: User can check current market rates for crops in their nearby markets.
• AI Assistant: Users can get answers about farming laws and practices and can have a real time conversation.
• Learn: Farmers can learn best practices from agricultural tutorials there.

Contributing

I welcome contributions to enhance this project. Please follow these steps to contribute:

1. Fork the repository.

2. Create a new branch:

   git checkout -b feature-branch
   

3. Make your changes

4. Commit your changes:

   git commit -m 'Add new feature'
   

5. Push to the branch:

   git push origin feature-branch
   

6. Open a Pull Request.

License

This project is licensed under the MIT License. See the LICENSE file for details

Acknowledgements

I would like to extend my special thanks to the developers of Groq API and Llama models for their exceptional tools.

Installation

To install and run Kisan Mitra, You can simply Fork it or just follow these steps:

1. Clone the repository:

   git clone https://github.com/ShuaibSiddiqui786/Kisan-Mitra.git
   

2. Install dependencies

   npm install
   

3. Run the application

   npm run dev